Georgia Theodoropoulou

According to our database, Georgia Theodoropoulou authored at least 11 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Enhancement of Process Mining with machine learning for identification of patterns in human behaviour. (Amélioration du Process Mining avec l'apprentissage automatique pour l'identification de modèles de comportement humain).

Georgia Theodoropoulou

PhD thesis, 2024

Predictive business process monitoring with AutoML for next activity prediction.

Savvas Kaftantzis, Alexandros Bousdekis, Georgia Theodoropoulou, Georgios Miaoulis

Intell. Decis. Technol., 2024

Remaining Cycle Time Prediction in Business Processes with TPOT Regression for Automated Machine Learning.

Alexandros Bousdekis, Savvas Kaftantzis, Georgia Theodoropoulou, Georgios Miaoulis

Proceedings of the Novel and Intelligent Digital Systems: Proceedings of the 4th International Conference, 2024

2023

Modelling and Predictive Monitoring of Business Processes under Uncertainty with Reinforcement Learning.

Alexandros Bousdekis, Athanasios Kerasiotis, Silvester Kotsias, Georgia Theodoropoulou, Georgios Miaoulis, Djamchid Ghazanfarpour

Sensors, August, 2023

Smyrida: A web application for process mining and interactive visualization.

Ilias Merkoureas, Antonia Kaouni, Georgia Theodoropoulou, Alexandros Bousdekis, Athanasios Voulodimos, Georgios Miaoulis

SoftwareX, May, 2023

2022

Predictive and Prescriptive Business Process Monitoring with Reinforcement Learning.

Silvester Kotsias, Athanasios Kerasiotis, Alexandros Bousdekis, Georgia Theodoropoulou, Georgios Miaoulis

Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 2nd International Conference, 2022

2021

Visual Analytics in Process Mining for Supporting Business Process Improvement.

Antonia Kaouni, Georgia Theodoropoulou, Alexandros Bousdekis, Athanasios Voulodimos, Georgios Miaoulis

Proceedings of the Novelties in Intelligent Digital Systems - Proceedings of the 1st International Conference (NiDS 2021), Athens, Greece, September 30, 2021

Evaluation of Public Funding Processes by Mining Event Logs.

Aimilia Zisimou, Ioanna Kalaitzoglou, Georgia Theodoropoulou, Alexandros Bousdekis, Georgios Miaoulis

Proceedings of the 12th International Conference on Information, 2021

Handling Uncertainty in Predictive Business Process Monitoring with Bayesian Networks.

Ioannis Prasidis, Nikolaos-Paraskevas Theodoropoulos, Alexandros Bousdekis, Georgia Theodoropoulou, Georgios Miaoulis

Proceedings of the 12th International Conference on Information, 2021

2020

Process Mining for Activities of Daily Living in Smart Homecare.

Georgia Theodoropoulou, Alexandros Bousdekis, Georgios Miaoulis, Athanasios Voulodimos

Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020

A Process Mining Approach for Resource Allocation Management in a Bike Sharing System.

Ifigenia Drosouli, Georgia Theodoropoulou, Georgios Miaoulis, Athanasios Voulodimos

Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020